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191

2.2k

unknown

73

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the typ...

rnn tcn paper-lists time-series transformer deep-learning spatio-temporal time-series-models deep-neural-networks spatio-temporal-data time-series-analysis time-series-prediction time-series-forecasting spatio-temporal-prediction spatial-temporal-forecasting

Created 2022-06-29

367 commits to main branch, last one 3 days ago

keras-tcn philipperemy

456

1.9k

mit

48

Keras Temporal Convolutional Network.

tcn keras deep-learning machine-learning recurrent-neural-networks

Created 2018-03-22

538 commits to master branch, last one 4 months ago

STGCN hazdzz

110

507

lgpl-2.1

6

The PyTorch implementation of STGCN.

gcn gnn tcn pytorch road-traffic-prediction

Created 2020-11-16

228 commits to main branch, last one 14 days ago

DeepXi anicolson

127

501

mpl-2.0

25

Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.

Created 2018-05-25

425 commits to master branch, last one 2 years ago

mmWave-localization-learning gante

42

119

mit

5

🎯 ML-based positioning method from mmWave transmissions - with high accuracy and energy efficiency

5g cnn tcn lstm nlos mmwave tracking jetson-tx2 beamforming positioning deep-learning machine-learning

Created 2018-04-05

91 commits to master branch, last one about a year ago

speech-music-detection qlemaire22

15

103

mit

6

Python framework for Speech and Music Detection using Keras.

tcn lstm keras librosa convolutional-lstm

Created 2018-10-05

126 commits to master branch, last one 5 years ago

TCNopen T12z

32

61

other

9

(fork of SF:) TCNOpen - Components for IEC61375 standardised communication

tcn trdp upstream communication

Created 2019-03-30

591 commits to master branch, last one about a year ago